Developer Tools / Code Assistant
A research article describing an empirical runtime-monitoring approach for multi-turn LLM agents, backed by 3,175 runs across four benchmarks. It also points to an open-source implementation, state-harness, with Rust/Python support, LangGraph and CrewAI adapters, CLI tooling, and OpenTelemetry export.
The page is clearly about an AI-adjacent developer tool and runtime safety method for LLM agents, with strong evidence of a real implementation. The snapshot shows a concrete open-source library, installation command, integrations, benchmarks, and evaluation results across multiple model families and agent workloads. That is enough for a useful public listing.
The page reads as a paper/article first, so a visitor still cannot quickly tell the product’s day-to-day workflow, key API surface, or how state-harness is structured in practice. The crawl also does not show docs, screenshots, release status, licensing, or a quick-start example beyond the pip install line.
Last evaluated 39 days ago. Current rank #1932. Down 1 spot in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.
Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.
